About
Updated info: https://www.nichele.eu/
Research groups
Research projects
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AI-Mind
The goal of the research is to reduce the burden of dementia by developing novel, AI-based tools.
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FeLT- Futures of Living Technologies
From a perspective of ecological crisis, FeLT engages in the relations and intersections that occur between human beings, living environments and machines.
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Hybrid Deep Learning Cellular Automata Reservoir (DeepCA)
DeepCA is a long-term time horizon project seeking the integration of biological and artificial intelligence.
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SOCRATES
Seeking radical breakthroughs toward efficient and powerful data analysis available everywhere.
Publications and research
Scientific publications
Glover, Tom Eivind; Jahren, Christian Ruben; Huse Ramstad, Ola; Nichele, Stefano
(2023).
Minimum Equivalence in Random Boolean Networks, Elementary Cellular Automata, and Beyond.
Iizuki, Hiroyuki; Suzuki, Keisuke; Uno, Ryoko; Damiano, Luisa; Spychala, Nadine; Aguilera, Miguel (Ed.).
ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference. p. 100-108.
MIT Press.
https://doi.org/https://doi.org/10.1162/isal_a_005...
Nichele, Stefano; Aamodt, Jonas Moræus; Misra, Sanjay; Mölder, Anicka (2023). 2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI). ISBN: 9798350328929. IEEE conference proceedings.
Nadizar, Giorgia; Medvet, Eric; Nichele, Stefano; Pontes Filho, Sidney
(2023).
An experimental comparison of evolved neural network models for controlling simulated modular soft robots.
Applied Soft Computing.
Vol. 145.
https://doi.org/10.1016/j.asoc.2023.110610
Lindell, Trym; Hudcová, Barbora; Nichele, Stefano
(2023).
Canonical Computations in Cellular Automata and Their Application for Reservoir Computing.
ALIFE : Proceedings of the Artificial Life Conference.
https://doi.org/10.1162/isal_a_00594
Nichele, Stefano (2023). IEEE Conference Proceedings: 2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI). ISBN: 9798350328929. 100 p. IEEE conference proceedings.
Pierro, Alessandro; Heiney, Kristine; Shrivastava, Shamit; Marcucci, Gulia; Nichele, Stefano
(2023).
Optimization of a Hydrodynamic Computational Reservoir through Evolution.
Silva, Sara; Paquete, Luis (Ed.).
GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. p. 202-210.
Association for Computing Machinery (ACM).
https://dl.acm.org/doi/10.1145/3583131.3590355
Dumo, Glare Eugenio; Lind, Pedro; Nichele, Stefano
(2022).
An HCI Experiment to Explore Interactive Artificial Life Art.
Stephanidis, S; Antona, M; Ntoa, S (Ed.).
HCI International 2022 Posters. p. 204-211.
Springer.
https://doi.org/doi.org/10.1007/978-3-031-06391-6_...
Pontes Filho, Sidney; Walker, Kathryn; Najarro, Elias; Nichele, Stefano; Risi, Sebastian
(2022).
A single neural cellular automaton for body-brain co-evolution.
Fieldsend, Jonathan E (Ed.).
GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 148-151.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3520304.3529002
Pontes Filho, Sidney; Lind, Pedro; Nichele, Stefano
(2022).
Assessing the robustness of critical behavior in stochastic cellular automata.
8 p.
Physica D : Non-linear phenomena.
Vol. 441.
https://doi.org/10.1016/j.physd.2022.133507
Nadizar, Giorgia; Medvet, Eric; Huse Ramstad, Ola; Nichele, Stefano; Pellegrino, Felice Andrea; Zullich, Marco
(2022).
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots.
27 p.
Knowledge engineering review (Print).
Vol. 37.
https://doi.org/10.1017/S0269888921000151
